Practical Data Ethics

By Fast.ai

ONLINE

In this course, we will focus on topics that are both urgent and practical. In keeping with my teaching philosophy, we will begin with two active, real-world areas (disinformation and bias) to provide context and motivation, before stepping back in Lesson 3 to dig into foundations of data ethics and practical tools. From there we will move on to additional subject areas: privacy & surveillance, the role of the Silicon Valley ecosystem (including metrics, venture growth, & hypergrowth), and algorithmic colonialism...

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the_stanford_institute_for_human-centered_artificial_intelligence

Courses for Stanford Students

By The Stanford Institute for Human-Centered Artificial Intelligence

PHYSICAL

HAI works to launch courses and programs that help people pursue cutting-edge research, create useful and responsible AI applications, and respond thoughtfully to the social implications of AI...

English


Machine Learning, Data Science and Deep Learning with Python

By Sundog Education

ONLINE

Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insights from massive data sets, this data science course will give you the fundamentals you need...

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Machine Learning Certification

By University of Washington

ONLINE

This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval...

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Python for Everybody

By University of Michigan

ONLINE

This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language. In the Capstone Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization...

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Machine Learning AI Certification

By Stanford University

ONLINE

This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI)...

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Artificial Intelligence Engineer Master’s Program

By Simplilearn, IBM

ONLINE

This Artificial Intelligence Engineer Master’s Program, in collaboration with IBM, gives training on the skills required to become a successful Artificial Intelligence Engineer. Throughout this exclusive online course, you'll master Deep Learning, Machine Learning, and the programming languages required to excel in this domain and kick-start your career in Artificial Intelligence...

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Artificial Intelligence Nanodegrees

By Udacity

ONLINE

Learn to write programs using the foundational AI algorithms powering everything from NASA’s Mars Rover to DeepMind’s AlphaGo Zero. You’ll master Beam Search and Random Hill Climbing, Bayes Networks and Hidden Markov Models, and more...

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Artificial Intelligence Graduate Certificate

By Stanford University

ONLINE

Classes in the Artificial Intelligence Graduate Certificate provide the foundation and advanced skills in the principles and technologies that underlie AI including logic, knowledge representation, probabilistic models, and machine learning...

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Intro to Data Ethics Certificate

By The Data Institute – University of San Francisco

PHYSICAL

We will explore urgent issues of data ethics, including bias and fairness, privacy and surveillance, and disinformation and manipulation, as well as foundations of ethics and connections with broader social trends and systems...

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Artificial Intelligence – Philosophy, Ethics, and Impact

By Stanford University

PHYSICAL

The goal of this course is to equip students with the intellectual tools, ethical foundation, and psychological framework to successfully navigate the coming age of intelligent machines...

English


Data Ethics, AI and Responsible Innovation

By University of Edinburgh

ONLINE

Our future is here and it relies on data. Predictive policing, medical robots, smart homes and cities, artificial intelligences - we can all think about how any of those could go wrong. Discover how we can build a future where they are done right...

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Data Science Ethics

By University of Michigan

ONLINE

Learn how to think through the ethics surrounding privacy, data sharing, and algorithmic decision-making...

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Big Data, Artificial Intelligence, and Ethics

By University of California

ONLINE

This course gives you context and first-hand experience with the two major catalyzers of the computational science revolution: big data and artificial intelligence...

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Artificial Intelligence Courses

By Udemy

ONLINE

Udemy offers top-rated artificial intelligence courses that will walk you through combining deep learning, machine learning, and data science practices to build your own AI and solve unique problems in any industry...

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Become an AI Product Manager Nanodegree Certification

By Udacity

ONLINE

Gain foundational knowledge of AI and machine learning, how to develop a business case for an AI application, and how and when to use AI in a product...

English


Artificial Intelligence A-Z: Learn How To Build An AI

By Udemy

ONLINE

How to start building AI with no previous coding experience using Python How to merge AI with OpenAI Gym to learn as effectively as possible How to optimize your AI to reach its maximum potential in the real world...

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AI for Good Seminar Series

By Stanford University

ONLINE

The AI for Good Seminar Series (CME 500), created by the Institute for Computational and Mathematical Engineering (ICME) at Stanford University, explores ways artificial intelligence can benefit society and our planet...

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Advanced AI Tutorial: Deep Reinforcement Learning in Python

By Lazy Programmer

ONLINE

The Complete Guide to Mastering Artificial Intelligence using Deep Learning and Neural Networks...

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Microsoft Professional Certification in Artificial Intelligence

By Microsoft

ONLINE

Our edX courses, taught by Microsoft experts, let you learn through hands-on experience with broad reach, cutting-edge technologies in areas including cloud services, mobile development, and data sciences. Whether you’re a student or a seasoned technologist, we can empower you to build innovative applications, services, and experiences on the Microsoft platform that will help you make a meaningful impact in today’s interconnected world...

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